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20242026
most citedADI-20: Arabic Dialect Identification dataset and models

3 citations · 3 across the 12 of their papers we have counts for

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cs.CL2026

NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Task

Peter Sullivan, Bashar Talafha, Ahmed Ashraf +11

NADI 2026 is the seventh edition of the Nuanced Arabic Dialect Identification (NADI) shared task series and the second dedicated to multidialectal Arabic speech processing. This ed…

eess.AS2026

An Ultra-Low Latency, End-to-End Streaming Speech Synthesis Architecture via Block-Wise Generation and Depth-Wise Codec Decoding

Tianhui Su, Tien-Ping Tan, Salima Mdhaffar +2

Real-time speech synthesis requires balancing inference latency and acoustic fidelity for interactive applications. Conventional continuous text-to-speech pipelines require computa…

cs.CL2026

SLURP-TN : Resource for Tunisian Dialect Spoken Language Understanding

Haroun Elleuch, Salima Mdhaffar, Yannick Estève +1

Spoken Language Understanding (SLU) aims to extract the semantic information from the speech utterance of user queries. It is a core component in a task-oriented dialogue system. W…

cs.CL2026

Ara-Best-RQ: Multi Dialectal Arabic SSL

Haroun Elleuch, Ryan Whetten, Salima Mdhaffar +2

We present Ara-BEST-RQ, a family of self-supervised learning (SSL) models specifically designed for multi-dialectal Arabic speech processing. Leveraging 5,640 hours of crawled Crea…

cs.CL2026

Pantagruel: Unified Self-Supervised Encoders for French Text and Speech

Phuong-Hang Le, Valentin Pelloin, Arnault Chatelain +27

We release Pantagruel models, a new family of self-supervised encoder models for French text and speech. Instead of predicting modality-tailored targets such as textual tokens or s…